astromodule.hp#

Hyperparameter data model useful for standardizing the training loop of machine learning applications.

Classes

CategoricalHyperParameter

Concrete class that represents a hyperparimeter of the categorical type

ConstantHyperParameter

FloatHyperParameter

HP

A utilitary factory class that produces concretes HyperParameter instances according to its types.

HyperParameter

This abstract class is the generic representation of a hyperparmaeter and can be used on any model of Machine Learning or Deep Learning.

HyperParameterSet

Represents a set of concretes HyperParameter instances and handles the registration and access of hyperparameters.

IntHyperParameter